Title :
Optimisation of a tomography sensor for imaging of temperature in a gas turbine engine
Author :
Wood, Michael P. ; Ozanyan, Krikor B.
Author_Institution :
Sch. of Electr. & Electron. Eng., Univ. of Manchester, Manchester, UK
Abstract :
We present a numerical study of tomographic reconstruction of gas temperature distributions from synthetic data of laser absorption measurements through the imaging plane. A mathematical expression which predicts the reconstruction error as a function of the beam configuration is developed, and a global optimization scheme is employed to minimize this predicted error subject to a constraint on the maximum number of permitted beams. This optimization methodology is applied to an annular measurement region and compared to conventional regular fan-beam arrangements in temperature tomography simulations. Synthetic data generated over the optimized beams led to temperature reconstructions with superior accuracy, provided Tikhonov inversion was used as the method of reconstruction.
Keywords :
beams (structures); engines; fans; gas turbines; image sensors; light absorption; measurement by laser beam; minimisation; numerical analysis; temperature distribution; temperature sensors; Tikhonov inversion; annular measurement region; beam configuration; fan-beam arrangement; gas temperature distribution; gas turbine engine; global optimization scheme; laser absorption measurement; mathematical expression; predicted error minimization; synthetic data generation; temperature imaging sensor; temperature tomography simulation; tomographic error reconstruction; tomography sensor; Absorption; Image reconstruction; Laser beams; Measurement by laser beam; Temperature distribution; Temperature measurement; Tomography;
Conference_Titel :
SENSORS, 2013 IEEE
Conference_Location :
Baltimore, MD
DOI :
10.1109/ICSENS.2013.6688350